Evidence map›Paper›PMID 41993712›Full record

ReviewFrontiers in bioengineering and biotechnology2026

Microbial community assembly in the fermentation of cigar tobacco leaves.

Tianfei Zheng, Dongfeng Guo, Yaqi Shi, Jinlong Zhou, Kun Zong, Naihong Ding, Xingjiang Li

Abstract readReview
In one paragraph

Review in Frontiers in bioengineering and biotechnology, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

2 citing papers in PubMed.

  1. Article
  2. Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

7 authors.

Tianfei ZhengTechnology center, China Tobacco Anhui Industrial Co. Ltd., Hefei, Anhui, China.
Dongfeng GuoTechnology center, China Tobacco Anhui Industrial Co. Ltd., Hefei, Anhui, China.
Yaqi ShiTechnology center, China Tobacco Anhui Industrial Co. Ltd., Hefei, Anhui, China.
Jinlong ZhouSchool of Food and Biological Engineering, Hefei University of Technology, Hefei, Anhui, China.
Kun ZongSchool of Food and Biological Engineering, Hefei University of Technology, Hefei, Anhui, China.
Naihong DingSchool of Food and Biological Engineering, Hefei University of Technology, Hefei, Anhui, China.
Xingjiang LiSchool of Food and Biological Engineering, Hefei University of Technology, Hefei, Anhui, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Microbial communities play pivotal roles in the fermentation of cigar tobacco leaves. Although high-throughput sequencing technology has facilitated the exploration of these communities, a comprehensive understanding of their assembly mechanisms remains elusive. This review integrates the current knowledge regarding microbial sources, ecological dynamics, and evolutionary processes during cigar tobacco fermentation. We systematically assess the abiotic factors (temperature, humidity, nutrients) and biotic interactions (quorum sensing, metabolic coordination) which influence the microbial community. Moreover, we put forward strategies for synthetic community engineering and discuss the emerging applications of artificial intelligence in fermentation optimization. These insights deepen the understanding of microbial communities in cigar tobacco leaves, and provide new perspectives on regulating microbial communities to enhance the fermentation quality of cigar tobacco leaves.

Indexed as

cigar tobacco leavescommunity assemblyfermentationmicrobial communityquorum sensing

Identifiers

PMID41993712
PMCPMC13079591

What OpenQuestion holds

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LicenceCC BY
Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.